How AI Chips Differ From General-Purpose CPUs
A plain explanation of why AI workloads run on specialised silicon, and how to decide when a CPU is still the right tool for the job.
AI Semiconductors & Chips
AI Semiconductor Technology
AI Semiconductor Technology guides, comparisons and explainers from SemiChipAI.
GPU, FPGA or ASIC: Matching AI Silicon to the Workload
How to decide between GPUs, FPGAs and custom ASICs for an AI workload, using flexibility, volume, latency and software effort as the deciding factors.
Seven Mistakes People Make When Comparing AI Chips
Common errors in comparing AI chips: peak numbers, mismatched precision, ignored memory limits and benchmarks that do not match your real workload.
Reading an AI Chip Spec Sheet: A Practical Checklist
Learn which numbers on an AI chip datasheet matter, which can mislead, and what questions to ask before trusting a headline performance claim.